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00000cam c2200205Ii 4500
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20191021132517
191002s2019 si ob 000 0 engd
▼a 9789811360978
▼z 9811360979
▼z 9789811360992
▼q (print)
▼z 9811360995
▼a 243002
▼c 243002
▼d 243002
▼a 152.15
▼b S474a
▼a Sen, Soumya,
▼e author.
▼a Audio Processing and Speech Recognition:
▼b Concepts, Techniques and Research Overviews/
▼d Soumya Sen,
▼e Anjan Dutta
▼e Nilanjan Dey.
▼a Singapore:
▼b Springer,
▼c [2019].
▼a xiv, 96 p.;
▼c 23 cm.
▼a SpringBriefs in applied sciences and technology. Computational intelligence
▼a Includes bibliographical references.
▼a Audio indexing -- Speech processing and recognition system -- Feature extraction -- Audio classification -- Conclusion.
▼a This book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field
▼a Auditory perception
▼x Methodology.
▼a Speech perception
▼x Methodology.
▼a PSYCHOLOGY
▼x Physiological Psychology.
▼2 bisacsh
▼a Dutta, Anjan,
▼e author.
▼a Dey, Nilanjan,
▼d 1984-,
▼e author.
▼a SpringBriefs in applied sciences and technology.
▼p Computational intelligence.
▼a 송미영
▼b 송미영
▼a 단행본
| 자료유형 : | 단행본 |
|---|---|
| ISBN : | 9789811360978 |
| ISBN : | |
| ISBN : | |
| ISBN : | |
| 분류기호 : | 152.15 |
| 개인저자 : | Sen, Soumya, author. |
| 서명/저자사항 : | Audio Processing and Speech Recognition: Concepts, Techniques and Research Overviews/ Soumya Sen, Anjan Dutta Nilanjan Dey. |
| 발행사항 : | Singapore: Springer, [2019]. |
| 형태사항 : | xiv, 96 p.; 23 cm. |
| 총서사항 : | SpringBriefs in applied sciences and technology. Computational intelligence |
| 서지주기 : | Includes bibliographical references. |
| 내용주기 : | Audio indexing -- Speech processing and recognition system -- Feature extraction -- Audio classification -- Conclusion. |
| 요약 : | This book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field |
| 일반주제명 : | Auditory perception -- Methodology. -- |
| 일반주제명 : | Speech perception -- Methodology. -- |
| 일반주제명 : | PSYCHOLOGY -- Physiological Psychology. -- |
| 개인저자 : | Dutta, Anjan, author. |
| 개인저자 : | Dey, Nilanjan, 1984-, author. |
| 언어 | 영어 |
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